Solutions
Automate your analytics and reporting workflows with Astronomer.
Get the right data to the right dashboard, portal, or app at the right time, with Airflow-powered data orchestration from Astro.
Turn data into decisions by orchestrating analytics and reporting with Astro.
Ingestion and Integration
Connect to any source.
Astro leverages an extensive library of pre-built operators and hooks to ingest data from a wide array of sources, making the integration process seamless and efficient. Whether databases, object storage, APIs, or flat files, Astro connects to your data wherever it lives: in the cloud, on-premise, or at the edge.
Transformation and Cleansing
Delivering high quality data.
Astro excels at cleansing and transforming raw data — removing inconsistencies, handling missing values, and reformatting data structures — so that it becomes analysis-ready.
Seamlessly orchestrate your dbt models using Cosmos with Astro. Visualize data lineage, track freshness thresholds, and proactively detect bottlenecks with Astro Observe ensuring your analytics stay trustworthy and timely.
Data Processing and Aggregation
Analytics at any scale.
Astro ensures tasks run only after successful cleansing and transformation, maintaining consistent analytics pipelines. Its optimized worker queues intelligently allocate tasks to maximize performance. Seamless integrations with Snowflake, Databricks, BigQuery, Redshift, and other leading data platforms enables collaborative development by analytics and data teams.
Generation and Delivery
Actionable insights for your teams.
Astro streamlines secure delivery of processed data into reports, dashboards, and visualizations, ensuring business users receive timely, actionable insights. Built-in connectors to popular BI and visualization tools reduce development effort. Astro’s UI provides real-time alerts, logs, and notifications via Slack, email, and webhooks to proactively detect and resolve data issues.
Trusted, Governed, Cost Efficiency
Orchestrate with trust, governance, and efficiency.
Astro integrates data orchestration, observability, and enterprise-grade security into a single DataOps platform, delivering trustworthy analytics and reporting where it matters most. Astro Observe provides a catalog of data assets linked through lineage graphs, with freshness and timeliness SLAs to proactively manage quality. Enterprise-grade security—including SSO, RBAC, private networking, encryption, and audit logging—ensures compliance, while autoscaling and high-availability schedulers optimize performance and control costs.
Why choose Astronomer for analytics and reporting
Astronomer | Traditional Orchestration Tools | |
|---|---|---|
Unified DatOps PlatformCentralized environment orchestrating and observing all analytics and reporting stages within a single platform |  |  |
High Developer ProductivityExpress pipelines as code, CLI and Notebook development, CI/CD integration, custom operators, and flexible configurations | | |
Extensive Library of Pre-Built IntegrationsSeamless integration at the heart of the data ecosystem with 1,600+ module and provider packages | | |
Advanced dbt IntegrationRun and observe dbt projects alongside Airflow workflows, simplifying data transformations on a fully-managed platform | | |
Data Governance + HealthComprehensive visibility and observability across data assets, proactively managing data delivery, freshness, and lineage, backed with real-time alerts | | Partial |
Task Optimized Worker QueuesAssign tasks to specific worker sets based on computational needs for optimized resource utilization | | |
Dynamic Resource AllocationWorkers automatically scale up, and back down to zero, based on the needs of your workloads | | |
Security & ComplianceBuilt-in security features like encryption, RBAC, and SSO | | Partial |
Hospitality
Reducing job runtime from 2 hours to 2 minutes
“The migration to Astro was streamlined and completed within a two-week sprint, significantly enhancing our data orchestration capabilities.”
John Marriott
Manager, Data Platform Team
Sports & Entertainment
80% reduction in processing time
“Our analytics delivery time improved dramatically, allowing us to provide immediate feedback to players after games, which is crucial for their development.”
Alexander Booth
Assistant Director of R&D
Technology
40% reduction in maintenance overhead
“We no longer spend huge chunks of time fixing outages. Our engineering teams can focus on product engineering, and our analytic engineers and data scientists can focus on getting stakeholders the analytics they need.”
Nick Wilson
Senior Manager, Platform Team
Resources
Accelerate your analytics and reporting journey.
Education
Learn Apache Airflow and Astronomer
eBook
Apache Airflow® Crash Course: From 0 to Running your Pipeline in the Cloud
Webinar
Learn how to build effective data pipelines with Airflow courses and certifications.
Reference Architectures
ETL/ELT patterns for BigQuery, Databricks, dbt, Snowflake and more
Resource Center
Unify your Workflows with dbt on Astro
Tutorials
Guides to developing DAGs with code and YAML, introducing the Astro Notebook and DAG Factory
Explore more use cases
ETL/ELT
Simplify your ETL and ELT processes with Astronomer
LLM Orchestration
Orchestration data workflows for Large Language Models
MLOps
Optimize ML Operations across the entire model lifecycle
